Generating analysis with Gemma 4 · finding the closest twin and diffing attributes
generating
9 high-impact attribute differences


The winning creative has significantly more on-screen text (36.6% vs 14.9%). This attribute correlates with higher engagement in the travel cohort. The winner achieved a 0.0086 CTR compared to the fatigued creative’s 0.0074 CTR.
Confidence 95% · generated from attribute deltas.